Daniel A. S. Mendes's repositories
catapulting_planets
Simulation/Game developed at the NASA Space Apps Challenge - Itajubá - 2019
A-Simple-Keras-Deep-Learning-Script-To-Sum-Five-Binary-Numbers
A simple Deep Learning script made with the API Keras to sum five "binary" (0 or 1) numbers, or, how to use a cannon to kill a mosquito.
adsmendesdaniel.github.io
:iphone: App marketing template for Jekyll
Forecasting-the-COVID-19-behavior-with-Differential-Evolution-and-a-combination-of-gaussians-model
Analysis of time series datasets of recorded cases and deaths from COVID-19 and cases and deaths from SARS (severe acute respiratory syndrome) using Differential Evolution and the combination of Gaussian distribution waves to forecast the behavior of the second wave of COVID-19 in Brazil.
Forecasting-the-COVID-19-behavior-with-Differential-Evolution-and-a-Maxwell-Boltzmann-like-model
Analysis of time series datasets of recorded cases and deaths from COVID-19 and recorded cases and deaths from SARS (severe acute respiratory syndrome) in Brazil using Differential Evolution and a combination model of "Maxwell-Boltzmann-like" distributions to forecast the behavior of the first and second wave of COVID-19 in Brazil.
Forecasting-the-COVID-19-Confirmed-Cases-With-Deep-Feedforward-Neural-Networks
These scripts try to forecast the number of confirmed cases of COVID-19 on Minas Gerais, a Brazil's state. With Feedforward Neural Networks we can try to vaguely estimate the cases in some days at the future, but they arent the best network structure for this type of problem.
PINNs-TF2.0
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
adsmendesdaniel.github.io_theme_test
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
pycosmicstar
The Cosmic Star Formation Rate Model
pygame-menu
A menu for pygame, simple, lightweight and easy to use
pykan
Kolmogorov Arnold Networks